Abu Zitar, Raed

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Name
Abu Zitar, Raed
Main Affiliation
Email
raed.zitar@sorbonne.ae
ORCID
0000-0003-2693-2132
Scopus Author ID
8858522100
Status
Currently affiliated

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  • Publication
    Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review
    (2023)
    Chakraborty, Sanjoy
    ;
    Saha, Apu Kumar
    ;
    Ezugwu, Absalom E.
    ;
    Agushaka, Jeffrey O.
    ;
    Abu Zitar, Raed 
    ;
    Abualigah, Laith
    Differential evolution (DE) is one of the highly acknowledged population-based optimization algorithms due to its simplicity, user-friendliness, resilience, and capacity to solve problems. DE has grown steadily since its beginnings due to its ability to solve various issues in academics and industry. Different mutation techniques and parameter choices influence DE's exploration and exploitation capabilities, motivating academics to continue working on DE. This survey aims to depict DE's recent developments concerning parameter adaptations, parameter settings and mutation strategies, hybridizations, and multiobjective variants in the last twelve years. It also summarizes the problems solved in image processing by DE and its variants.
      24  13Scopus© Citations 4